Pith Number

pith:AMA7LPNI

pith:2026:AMA7LPNILT6RFD75KPRHJ7RBCP

not attested not anchored not stored refs pending

Learning Who to Treat When Treatment is Missing

Edward Kennedy, Eli Ben-Michael, Johnna Sundberg, Rayid Ghani

arxiv:2607.14346 v1 · 2026-07-15 · cs.LG · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AMA7LPNILT6RFD75KPRHJ7RBCP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-17T00:21:06.719413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0301f5bda85cfd128ffd53e274fe2113eb3baf8fcae25aa754685a3a6fbb4e96

Aliases

arxiv: 2607.14346 · arxiv_version: 2607.14346v1 · doi: 10.48550/arxiv.2607.14346 · pith_short_12: AMA7LPNILT6R · pith_short_16: AMA7LPNILT6RFD75 · pith_short_8: AMA7LPNI

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/AMA7LPNILT6RFD75KPRHJ7RBCP \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 0301f5bda85cfd128ffd53e274fe2113eb3baf8fcae25aa754685a3a6fbb4e96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "237d35e0ba05a2f789ca5a7c544de6db18779f93f31e4ac36ca55529bcf675da",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-15T20:19:25Z",
    "title_canon_sha256": "f9ae83e0bc1cc66b9a8267c27985a84466008d85e7dab74e344a1d88d9d72ed7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14346",
    "kind": "arxiv",
    "version": 1
  }
}